Abstract
Recent years have seen an increasing interest of multiagent system research in employing the theory of argumentation for the development of communication protocols. While significant progress has been made in formalising argument-based communication, (possibly adaptive) agent-level argumentation strategies as a practical integration of rational agent reasoning and inter-agent argumentation dialogues have received fairly little attention. In this paper we propose the use of the InFFrA framework in argument-based negotiation. This framework allows for a strategic and adaptive communication to achieve private goals within the limits of bounded rationality in open argumentation communities. The feasibility of the approach is illustrated in an agent-based web linkage scenario, showing that its performance is comparable to that of simple proposal-based negotiation while accommodating much stricter constraints regarding “what can be said” like those used in argumentation.
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References
Amgoud, L., Maudet, N.: Strategical considerations for argumentative agents (preliminary report). In: Benferhat, S., Giunchiglia, E. (eds.) Proceedings of the 9th International Workshop on Non-Monotonic Reasoning (NMR 2002): Special session on Argument, Dialogue and Decision, pp. 399–407 (2002)
Amgoud, L., Parsons, S., Maudet, N.: Arguments, dialogue, and negotiation. In: Horn, W. (ed.) Proceedings of the European Conference on Artificial Intelligence (ECAI), pp. 338–342. IOS Press, Amsterdam (2000)
Atkinson, K., Bench-Capon, T., McBurney, P.: A dialogue game protocol for multi-agent argument over proposals for action. In: Rahwan, I., Moraïtis, P., Reed, C. (eds.) ArgMAS 2004. LNCS, vol. 3366, pp. 149–161. Springer, Heidelberg (2005)
Bratman, M.E.: Intentions, Plans and Practical Reason. Harvard University Press, Cambridge (1987)
Cohen, P.R., Levesque, H.J.: Communicative actions for artificial agents. In: Proceedings of the First International Conference on Multi-Agent Systems (ICMAS), pp. 65–72 (1995)
Dignum, V.: A model for organizational interaction: based on agents, founded in logic. PhD thesis, Utrecht University, The Netherlands (2004)
Fischer, F., Rovatsos, M.: Reasoning about communication: A practical approach based on empirical semantics. In: Klusch, M., Ossowski, S., Kashyap, V., Unland, R. (eds.) CIA 2004. LNCS (LNAI), vol. 3191, pp. 107–122. Springer, Heidelberg (2004)
Fischer, F., Rovatsos, M., Weiß, G.: Acquiring and adapting probabilistic models of agent conversation. In: Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), Utrecht, The Netherlands (2005)
Fornara, N., Colombetti, M.: Operational specification of a commitment-based agent communication language. In: Gini, M., Ishida, T., Castelfranchi, C., Johnson, W.L. (eds.) Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), Bologna, Italy, pp. 536–542. ACM Press, New York (2002)
Kakas, A., Moraitis, P.: Argumentation based decision making for autonomous agents. In: Proceedings of the 2nd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), Melbourne, Australia, pp. 883–890 (2003)
Kone, M.T., Shimazu, A., Nakajima, T.: The state of the art in agent communication languages. Knowledge and Information Systems 2, 259–284 (2000)
Krause, P., Ambler, S., Elvang-Gøransson, M., Fox, J.: A logic of argumentation for reasoning under uncertainty. Computational Intelligence 11, 113–131 (1995)
McBurney, P.: Rational Interaction. PhD thesis, University of Liverpool (2002)
Parsons, S., Wooldridge, M.J., Amgoud, L.: Properties and complexity of formal inter-agent dialogues. Journal of Logic and Computation 13(3), 347–376 (2003)
Precup, D.: Temporal Abstraction in Reinforcement Learning. PhD thesis, Department of Computer Science, University of Massachusetts, Amherst (2000)
Rahwan, I., Ramchurn, S.D., Jennings, N.R., McBurney, P., Parsons, S., Sonenberg, L.: Argumentation-based negotiation. Knowledge Engineering Review 18(4) (2003)
Rahwan, I.: Interest-based Negotiation in Multi-Agent Systems. PhD thesis, Department of Information Systems, University of Melbourne, Melbourne, Australia (2004)
Rao, A.S., Georgeff, M.P.: An abstract architecture for rational agents. In: Swartout, W., Rich, C., Nebel, B. (eds.) Proceedings of Knowledge Representation and Reasoning (KR&R), pp. 439–449 (1992)
Rovatsos, M.: Computational Interaction Frames. PhD thesis, Department of Informatics, Technical University of Munich (2004)
Rovatsos, M., Nickles, M., Weiss, G.: Interaction is meaning: A new model for communication in open systems. In: Proceedings of the 2nd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS) (2003)
Rovatsos, M., Weiß, G., Wolf, M.: An Approach to the Analysis and Design of Multiagent Systems based on Interaction Frames. In: Gini, M., Ishida, T., Castelfranchi, C., Johnson, W.L. (eds.) Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), Bologna, Italy. ACM Press, New York (2002)
Singh, M.P.: A semantics for speech acts. Annals of Mathematics and Artificial Intelligence 8(1–2), 47–71 (1993)
Singh, M.P.: A social semantics for agent communication languages. In: Proceedings of the IJCAI Workshop on Agent Communication Languages (2000)
Tadepalli, P., Givan, R., Driessens, K.: Relational Reinforcement Learning: An Overview. In: Proceedings of the Workshop on Relational Reinforcement Learning, Banff, Alberta, Canada (2004)
Walton, D.N., Krabbe, E.C.W.: Commitment in Dialogue: Basic Concepts of Interpersonal Reasoning. SUNY Press, Albany (1995)
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Rovatsos, M., Rahwan, I., Fischer, F., Weiss, G. (2006). Practical Strategic Reasoning and Adaptation in Rational Argument-Based Negotiation. In: Parsons, S., Maudet, N., Moraitis, P., Rahwan, I. (eds) Argumentation in Multi-Agent Systems. ArgMAS 2005. Lecture Notes in Computer Science(), vol 4049. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11794578_8
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DOI: https://doi.org/10.1007/11794578_8
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